{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "name": "eoghanLab6.ipynb", "provenance": [], "collapsed_sections": [], "toc_visible": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" } }, "cells": [ { "cell_type": "markdown", "metadata": { "id": "OhuFwSeTRtpv" }, "source": [ "# Environmental Analytics Lab 6\n", "## Semester 2, 2020-21\n", "## Dr. Bianca Schoen-Phelan\n", "Based on Geopandas documentation and others, see lecture notes.\n", "\n", "\n", "---\n", "\n", "\n", "**Task**: Run the cells that contain examples (either by using the play button or by typeing `shift+Enter`). Do the exercises that are marked with \"**Task**\". Tasks are now a sub-section in the notebook, so you can see in the table of contents (click into left gutter of notebook) how many there are and have direct access.\n", "\n", "\n", "---\n", "\n", "\n", "\n", "First take a copy of this colab notebook to your own drive. Then edit. Then submit. Please remember that marks are only awarded if the discussion component is fulfilled as well.\n", "\n", "If you are struggeling with DataFrames and accessing and manipulating data in them, here's a great [10 minutes Pandas Guide](https://pandas.pydata.org/pandas-docs/stable/user_guide/10min.html) to consider.\n", "\n", "\n", "---\n", "\n", "\n", "\n", "**This lab needs to be uploaded!**" ] }, { "cell_type": "code", "metadata": { "id": "art-vUzRSkc-", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "06b315f1-8ca3-4204-e3a2-787a4412a4b4" }, "source": [ "# the usual installs\n", "%%time \n", "# tends to take around 7 minutes\n", "!apt update\n", "!apt upgrade\n", "!apt install gdal-bin python-gdal python3-gdal \n", "# Install rtree - Geopandas requirement\n", "!apt install python3-rtree \n", "# Install Geopandas\n", "!pip install git+git://github.com/geopandas/geopandas.git\n", "# Install descartes - Geopandas requirement\n", "!pip install descartes " ], "execution_count": 1, "outputs": [ { "output_type": "stream", "text": [ "Get:1 https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/ InRelease [3,626 B]\n", "Ign:2 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 InRelease\n", "Get:3 http://security.ubuntu.com/ubuntu bionic-security InRelease [88.7 kB]\n", "Get:4 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic InRelease [15.9 kB]\n", "Ign:5 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 InRelease\n", "Get:6 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 Release [697 B]\n", "Hit:7 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 Release\n", "Get:8 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 Release.gpg [836 B]\n", "Hit:9 http://archive.ubuntu.com/ubuntu bionic InRelease\n", "Get:10 http://archive.ubuntu.com/ubuntu bionic-updates InRelease [88.7 kB]\n", "Hit:11 http://ppa.launchpad.net/cran/libgit2/ubuntu bionic InRelease\n", "Get:13 http://archive.ubuntu.com/ubuntu bionic-backports InRelease [74.6 kB]\n", "Get:14 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic InRelease [15.9 kB]\n", "Ign:15 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 Packages\n", "Get:15 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 Packages [577 kB]\n", "Hit:16 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic InRelease\n", "Get:17 http://security.ubuntu.com/ubuntu bionic-security/main amd64 Packages [1,963 kB]\n", "Get:18 http://security.ubuntu.com/ubuntu bionic-security/universe amd64 Packages [1,392 kB]\n", "Get:19 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic/main Sources [1,739 kB]\n", "Get:20 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 Packages [2,395 kB]\n", "Get:21 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 Packages [2,163 kB]\n", "Get:22 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic/main amd64 Packages [890 kB]\n", "Get:23 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic/main amd64 Packages [39.5 kB]\n", "Fetched 11.4 MB in 4s (2,872 kB/s)\n", "Reading package lists... 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"Successfully installed click-plugins-1.1.1 cligj-0.7.1 fiona-1.8.18 geopandas-0.9.0+3.g8ddac2f munch-2.5.0 pyproj-3.0.0.post1\n", "Requirement already satisfied: descartes in /usr/local/lib/python3.7/dist-packages (1.1.0)\n", "Requirement already satisfied: matplotlib in /usr/local/lib/python3.7/dist-packages (from descartes) (3.2.2)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (1.3.1)\n", "Requirement already satisfied: numpy>=1.11 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (1.19.5)\n", "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (0.10.0)\n", "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (2.4.7)\n", "Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (2.8.1)\n", "Requirement already satisfied: six in /usr/local/lib/python3.7/dist-packages (from cycler>=0.10->matplotlib->descartes) (1.15.0)\n", "CPU times: user 742 ms, sys: 161 ms, total: 902 ms\n", "Wall time: 3min 2s\n" ], "name": "stdout" } ] }, { "cell_type": "markdown", "metadata": { "id": "uk_5do21X-s2" }, "source": [ "## Static Maps\n", "To a large extent this is what we have been working on so far. This means we are going to do a bit of revision now together and build on top of this. If you'd like to revise your plotting skills, please also look at [this page (click)](https://geopandas.org/docs/user_guide/mapping.html).\n", "\n", "`plot()` in `GeoPandas` uses `matplotlib`'s `pyplot`." ] }, { "cell_type": "code", "metadata": { "id": "_xXnLVj-YmVY" }, "source": [ "# imports for plotting\n", "import geopandas as gpd\n", "from pyproj import CRS\n", "import matplotlib.pyplot as plt" ], "execution_count": 3, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "RsvBlhCyZspP", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "3f137d47-cd6f-4b55-8a8a-6a6ded1ee4e8" }, "source": [ "# mount google drive\n", "from google.colab import drive\n", "drive.mount('/content/drive')" ], "execution_count": 4, "outputs": [ { "output_type": "stream", "text": [ "Mounted at /content/drive\n" ], "name": "stdout" } ] }, { "cell_type": "markdown", "metadata": { "id": "4x3xTFSn4jI8" }, "source": [ "*Remember that you must change all the links to reflect your file paths!*" ] }, { "cell_type": "markdown", "metadata": { "id": "0xwFv_UX4_1p" }, "source": [ "The following files are available in the [`data_share`](https://drive.google.com/drive/folders/175atSe42iR6cu9uLn1iuSnyIbAzbwbMK?usp=sharing) folder." ] }, { "cell_type": "code", "metadata": { "id": "vq-LbXHHYopI" }, "source": [ "# getting a couple of files that we will need for plotting.\n", "# Please check your data_share folder for these shapefiles.\n", "traffic_fp = \"/content/drive/MyDrive/gis_osm_traffic_free_1.shp\"\n", "railways_fp = \"/content/drive/MyDrive/gis_osm_railways_free_1.shp\"\n", "\n", "traffic = gpd.read_file(traffic_fp)\n", "railways = gpd.read_file(railways_fp)" ], "execution_count": 27, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "54xXhex8aEKE" }, "source": [ "Before plotting let's do our usual inspection of what the files have to offer and we also need to make sure that their CRSs are the same." ] }, { "cell_type": "code", "metadata": { "id": "_A9set7aaKRS", "colab": { "base_uri": "https://localhost:8080/", "height": 197 }, "outputId": "3cf085df-a570-4e5e-d74e-e0378dc06d6e" }, "source": [ "traffic.head()" ], "execution_count": 28, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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osm_idcodefclassnamegeometry
03502585206motorway_junctionSheephillPOINT (-6.32419 54.21849)
13504625206motorway_junctionNonePOINT (-6.25937 54.34158)
23504665204crossingNonePOINT (-6.26026 54.33950)
33508565206motorway_junctionNonePOINT (-6.27793 54.33351)
43512005202mini_roundaboutNonePOINT (-6.15122 54.41476)
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" ], "text/plain": [ " osm_id code fclass name geometry\n", "0 350258 5206 motorway_junction Sheephill POINT (-6.32419 54.21849)\n", "1 350462 5206 motorway_junction None POINT (-6.25937 54.34158)\n", "2 350466 5204 crossing None POINT (-6.26026 54.33950)\n", "3 350856 5206 motorway_junction None POINT (-6.27793 54.33351)\n", "4 351200 5202 mini_roundabout None POINT (-6.15122 54.41476)" ] }, "metadata": { "tags": [] }, "execution_count": 28 } ] }, { "cell_type": "code", "metadata": { "id": "73MTRIUMnHOn", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "d6a7d7af-1c42-47df-a03f-1a415409e710" }, "source": [ "# which categories do we find in fclass?\n", "# traffic.fclass.unique() \n", "traffic['fclass'].unique() # this and the above line mean the same" ], "execution_count": 29, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "array(['motorway_junction', 'crossing', 'mini_roundabout',\n", " 'traffic_signals', 'stop', 'turning_circle', 'speed_camera',\n", " 'fuel', 'weir', 'lock_gate', 'slipway', 'parking', 'marina',\n", " 'parking_underground', 'parking_multistorey', 'parking_bicycle',\n", " 'waterfall', 'service', 'street_lamp', 'dam'], dtype=object)" ] }, "metadata": { "tags": [] }, "execution_count": 29 } ] }, { "cell_type": "code", "metadata": { "id": "VPEO2m27nma2" }, "source": [ "# grouping and counting and sorting\n", "traffic_grouped = traffic[['fclass','geometry']].groupby(['fclass'])['geometry'] \\\n", " .count() \\\n", " .reset_index(name='count') \\\n", " .sort_values(['count'], ascending=False)" ], "execution_count": 30, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "oqQVpovsoSrS", "colab": { "base_uri": "https://localhost:8080/", "height": 647 }, "outputId": "2ae3bb9d-48b6-4b15-cbe2-cfa044eb1953" }, "source": [ "traffic_grouped" ], "execution_count": 31, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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fclasscount
17turning_circle20854
14stop9176
0crossing5755
16traffic_signals3021
5mini_roundabout1365
7parking1286
15street_lamp1216
2fuel1195
8parking_bicycle964
6motorway_junction511
3lock_gate406
12slipway340
4marina133
19weir97
10parking_underground95
18waterfall62
9parking_multistorey21
13speed_camera12
11service2
1dam2
\n", "
" ], "text/plain": [ " fclass count\n", "17 turning_circle 20854\n", "14 stop 9176\n", "0 crossing 5755\n", "16 traffic_signals 3021\n", "5 mini_roundabout 1365\n", "7 parking 1286\n", "15 street_lamp 1216\n", "2 fuel 1195\n", "8 parking_bicycle 964\n", "6 motorway_junction 511\n", "3 lock_gate 406\n", "12 slipway 340\n", "4 marina 133\n", "19 weir 97\n", "10 parking_underground 95\n", "18 waterfall 62\n", "9 parking_multistorey 21\n", "13 speed_camera 12\n", "11 service 2\n", "1 dam 2" ] }, "metadata": { "tags": [] }, "execution_count": 31 } ] }, { "cell_type": "code", "metadata": { "id": "JYjnsOntaMS5", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "c57667c0-2110-4566-f9be-383f59ad3120" }, "source": [ "railways.head(40)" ], "execution_count": 44, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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osm_idcodefclassnamelayerbridgetunnelgeometry
038192506101railNone1TFLINESTRING (-6.24160 53.34132, -6.24396 53.34217)
140660556101railIÉ Dublin – Cork0FFLINESTRING (-8.55934 52.39640, -8.61863 52.372...
240662316101railNone0FFLINESTRING (-9.49796 52.05900, -9.49725 52.058...
340664886101railIÉ Dublin – Cork0FFLINESTRING (-7.82795 52.75676, -7.83173 52.727...
440664896101railIÉ Dublin – Cork0FFLINESTRING (-7.80712 52.80021, -7.81233 52.797...
540665376101railIÉ Dublin – Cork0FFLINESTRING (-7.18315 53.14586, -7.18374 53.145...
643853986104tramLuas Red Line0FFLINESTRING (-6.29189 53.34765, -6.29190 53.347...
743858456101railNone1TFLINESTRING (-6.24096 53.35872, -6.24087 53.358...
843858476101railDown Line0FFLINESTRING (-6.23996 53.35641, -6.23683 53.35802)
944038866101railNone1TFLINESTRING (-6.36374 53.38237, -6.36328 53.382...
1044038976101railUp Line0FFLINESTRING (-6.36228 53.38244, -6.36166 53.382...
1144039116101railNone0FFLINESTRING (-6.49723 53.37550, -6.49614 53.375...
1244039386101railUp Line0FFLINESTRING (-6.43284 53.38471, -6.43235 53.384...
1344864676104tramLuas Red Line0FFLINESTRING (-6.30574 53.33691, -6.30557 53.336...
1444864756104tramLuas Red Line0FFLINESTRING (-6.36822 53.31887, -6.36810 53.318...
1545411226101railNone1TFLINESTRING (-6.26071 53.36363, -6.26040 53.36355)
1645411236101railNone0FFLINESTRING (-6.26040 53.36355, -6.26000 53.36343)
1745411246101railNone1TFLINESTRING (-6.26000 53.36343, -6.25979 53.36337)
1845411256101railNone0FFLINESTRING (-6.25979 53.36337, -6.25895 53.363...
1945411266101railNone1TFLINESTRING (-6.25854 53.36302, -6.25812 53.36290)
2045413786101railNone0FFLINESTRING (-6.25812 53.36290, -6.25696 53.36259)
2145413796101railNone1TFLINESTRING (-6.25696 53.36259, -6.25672 53.36252)
2245413806101railUp Line0FFLINESTRING (-6.25672 53.36252, -6.25631 53.362...
2345413816101railNone1TFLINESTRING (-6.25434 53.36205, -6.25412 53.36202)
2445413826101railNone1TFLINESTRING (-6.25412 53.36202, -6.25287 53.36191)
2545413836101railNone1TFLINESTRING (-6.25287 53.36191, -6.25260 53.36189)
2648817806101railNone1TFLINESTRING (-6.65098 53.25168, -6.65149 53.25139)
2748817816101railDown Slow0FFLINESTRING (-6.37356 53.33439, -6.37856 53.333...
2848817846101railNone0FFLINESTRING (-6.69076 53.24155, -6.69649 53.240...
2948817856101railNone1TFLINESTRING (-6.68995 53.24171, -6.69076 53.24155)
3049140646101railIÉ Dublin – Cork0FFLINESTRING (-8.46825 51.91418, -8.46714 51.91252)
3149343606101railNone1TFLINESTRING (-6.29123 53.37124, -6.29027 53.37126)
3249344966101railNone1TFLINESTRING (-6.23390 53.33763, -6.23378 53.33755)
3349344976101railNone1TFLINESTRING (-6.23378 53.33755, -6.23336 53.33729)
3449344986101railNone1TFLINESTRING (-6.23322 53.33715, -6.23341 53.337...
3549345076101railNone0FFLINESTRING (-6.29770 53.34627, -6.29985 53.346...
3649345106104tramLuas Red Line1TFLINESTRING (-6.30644 53.33673, -6.30625 53.336...
3749345546101railNone2TFLINESTRING (-6.24939 53.34357, -6.24922 53.343...
3849345556101railNone1TFLINESTRING (-6.24644 53.34289, -6.24619 53.34283)
3949345566101railNone1TFLINESTRING (-6.24619 53.34283, -6.24599 53.34278)
\n", "
" ], "text/plain": [ " osm_id code ... tunnel geometry\n", "0 3819250 6101 ... F LINESTRING (-6.24160 53.34132, -6.24396 53.34217)\n", "1 4066055 6101 ... F LINESTRING (-8.55934 52.39640, -8.61863 52.372...\n", "2 4066231 6101 ... F LINESTRING (-9.49796 52.05900, -9.49725 52.058...\n", "3 4066488 6101 ... F LINESTRING (-7.82795 52.75676, -7.83173 52.727...\n", "4 4066489 6101 ... F LINESTRING (-7.80712 52.80021, -7.81233 52.797...\n", "5 4066537 6101 ... F LINESTRING (-7.18315 53.14586, -7.18374 53.145...\n", "6 4385398 6104 ... F LINESTRING (-6.29189 53.34765, -6.29190 53.347...\n", "7 4385845 6101 ... F LINESTRING (-6.24096 53.35872, -6.24087 53.358...\n", "8 4385847 6101 ... F LINESTRING (-6.23996 53.35641, -6.23683 53.35802)\n", "9 4403886 6101 ... F LINESTRING (-6.36374 53.38237, -6.36328 53.382...\n", "10 4403897 6101 ... F LINESTRING (-6.36228 53.38244, -6.36166 53.382...\n", "11 4403911 6101 ... F LINESTRING (-6.49723 53.37550, -6.49614 53.375...\n", "12 4403938 6101 ... F LINESTRING (-6.43284 53.38471, -6.43235 53.384...\n", "13 4486467 6104 ... F LINESTRING (-6.30574 53.33691, -6.30557 53.336...\n", "14 4486475 6104 ... F LINESTRING (-6.36822 53.31887, -6.36810 53.318...\n", "15 4541122 6101 ... F LINESTRING (-6.26071 53.36363, -6.26040 53.36355)\n", "16 4541123 6101 ... F LINESTRING (-6.26040 53.36355, -6.26000 53.36343)\n", "17 4541124 6101 ... F LINESTRING (-6.26000 53.36343, -6.25979 53.36337)\n", "18 4541125 6101 ... F LINESTRING (-6.25979 53.36337, -6.25895 53.363...\n", "19 4541126 6101 ... F LINESTRING (-6.25854 53.36302, -6.25812 53.36290)\n", "20 4541378 6101 ... F LINESTRING (-6.25812 53.36290, -6.25696 53.36259)\n", "21 4541379 6101 ... F LINESTRING (-6.25696 53.36259, -6.25672 53.36252)\n", "22 4541380 6101 ... F LINESTRING (-6.25672 53.36252, -6.25631 53.362...\n", "23 4541381 6101 ... F LINESTRING (-6.25434 53.36205, -6.25412 53.36202)\n", "24 4541382 6101 ... F LINESTRING (-6.25412 53.36202, -6.25287 53.36191)\n", "25 4541383 6101 ... F LINESTRING (-6.25287 53.36191, -6.25260 53.36189)\n", "26 4881780 6101 ... F LINESTRING (-6.65098 53.25168, -6.65149 53.25139)\n", "27 4881781 6101 ... F LINESTRING (-6.37356 53.33439, -6.37856 53.333...\n", "28 4881784 6101 ... F LINESTRING (-6.69076 53.24155, -6.69649 53.240...\n", "29 4881785 6101 ... F LINESTRING (-6.68995 53.24171, -6.69076 53.24155)\n", "30 4914064 6101 ... F LINESTRING (-8.46825 51.91418, -8.46714 51.91252)\n", "31 4934360 6101 ... F LINESTRING (-6.29123 53.37124, -6.29027 53.37126)\n", "32 4934496 6101 ... F LINESTRING (-6.23390 53.33763, -6.23378 53.33755)\n", "33 4934497 6101 ... F LINESTRING (-6.23378 53.33755, -6.23336 53.33729)\n", "34 4934498 6101 ... F LINESTRING (-6.23322 53.33715, -6.23341 53.337...\n", "35 4934507 6101 ... F LINESTRING (-6.29770 53.34627, -6.29985 53.346...\n", "36 4934510 6104 ... F LINESTRING (-6.30644 53.33673, -6.30625 53.336...\n", "37 4934554 6101 ... F LINESTRING (-6.24939 53.34357, -6.24922 53.343...\n", "38 4934555 6101 ... F LINESTRING (-6.24644 53.34289, -6.24619 53.34283)\n", "39 4934556 6101 ... F LINESTRING (-6.24619 53.34283, -6.24599 53.34278)\n", "\n", "[40 rows x 8 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 44 } ] }, { "cell_type": "code", "metadata": { "id": "VNf-jewYo29X", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "8b521034-d83c-42f9-e3e0-e5c8da38d24d" }, "source": [ "railways.fclass.unique()" ], "execution_count": 33, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "array(['rail', 'tram', 'narrow_gauge', 'miniature_railway', 'monorail'],\n", " dtype=object)" ] }, "metadata": { "tags": [] }, "execution_count": 33 } ] }, { "cell_type": "code", "metadata": { "id": "jaPvGxnsaQd4", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "0541c033-36ed-4aeb-a02f-834da354992c" }, "source": [ "print(len(traffic))\n", "print(len(railways))" ], "execution_count": 34, "outputs": [ { "output_type": "stream", "text": [ "46513\n", "6321\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "71RchBwyaVGN", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "5ed1696e-54ca-4462-efb3-d0ec98d3c4e8" }, "source": [ "print(traffic.crs)\n", "print(railways.crs)" ], "execution_count": 35, "outputs": [ { "output_type": "stream", "text": [ "epsg:4326\n", "epsg:4326\n" ], "name": "stdout" } ] }, { "cell_type": "markdown", "metadata": { "id": "8BULD-jSadEA" }, "source": [ "They are all in the same CRS, but this CRS is not very useful for analysis purposes. Let's convert them into an Irish context.\n", "\n", "You can check using the epsg (their [old website](http://epsg.io/) is actually much faster and easier to use than [the new site](https://epsg.org/home.html), and luckily, is still available) or [spatialreference](https://spatialreference.org/) website." ] }, { "cell_type": "code", "metadata": { "id": "PZiUs0aabwj6" }, "source": [ "# copy because we might want to use it later\n", "traffic_4326 = traffic.copy()\n", "railways_4326 = railways.copy()\n", "\n", "# now convert to something a bit more useful\n", "traffic_2157 = traffic.to_crs(epsg=2157)\n", "railways_2157 = railways.to_crs(epsg=2157)" ], "execution_count": 36, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "iQogdOCYcTKY", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "ee3f4f45-abec-4d04-eaf8-41437f14875e" }, "source": [ "# check they are all the same and we haven't messed anything up\n", "# in the prior step\n", "traffic_2157.crs == railways_2157.crs" ], "execution_count": 37, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "True" ] }, "metadata": { "tags": [] }, "execution_count": 37 } ] }, { "cell_type": "markdown", "metadata": { "id": "hHLALwA2cs0W" }, "source": [ "To make visualisations using `plot()` we have the following options:\n", "* Polygon: Define the classification scheme using the `scheme` parameter. Change the `colormap` using the `cmap` parameter. Add a little bit of transparency using the `alpha` parameter (ranges from 0 to 1 where 0 is fully transparent).\n", "* LineString: adjust colour using `color` parameter and change the linewidth if needed.\n", "\n", "Link to [matplotlib documentation](https://matplotlib.org/stable/index.html).\n", "\n", "For easier control of where elements are going, we are using a subplot functionality." ] }, { "cell_type": "code", "metadata": { "id": "380HkOyDcceQ", "colab": { "base_uri": "https://localhost:8080/", "height": 584 }, "outputId": "3c17038c-2f39-4a2d-cd9a-448edb42f2b8" }, "source": [ "# Let's start with a very naive plot\n", "# Create one subplot. Control figure size in here.\n", "fig, ax = plt.subplots(figsize=(12,8))\n", "\n", "traffic_2157[traffic_2157['fclass']=='parking_bicycle'].plot(ax=ax, color=\"gold\")\n", "railways_2157.plot(ax=ax, color=\"red\", linewidth=2.5)\n", "\n", "# Remove the empty white-space around the axes\n", "plt.tight_layout()" ], "execution_count": 38, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "ctxJVU8ZpZsm" }, "source": [ "## Adding a Base Map\n", "\n", "Often, it can be very useful to put a map in the background to a plot. \n", "The background map shows contextual information, such as streets and placenames. \n", "\n", "A Python library called `contextily` is a handy package that can be used to fetch geospatial raster files and add them to your maps. Map tiles are typically distributed in **Web Mercator projection** [(EPSG:3857)](http://epsg.io/3857), hence it is often necessary to reproject all the spatial data into Web Mercator before visualising the data." ] }, { "cell_type": "code", "metadata": { "id": "EnsWLmbqpYiQ" }, "source": [ "# reprojections for web map display\n", "traffic_3857 = traffic_2157.to_crs(epsg=3857)\n", "railways_3857 = railways_2157.to_crs(epsg=3857)" ], "execution_count": 40, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "6QFYQ40yrrJm", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "ab41918d-8b52-4c64-a05c-472b17f5ee7c" }, "source": [ "!pip install contextily" ], "execution_count": 41, "outputs": [ { "output_type": "stream", "text": [ "Collecting contextily\n", " Downloading https://files.pythonhosted.org/packages/d3/8a/f7916ad000c30b86793a0c7a63946baa413f40f33edb5b10f78a1b150d24/contextily-1.1.0-py3-none-any.whl\n", "Requirement already satisfied: geopy in /usr/local/lib/python3.7/dist-packages (from contextily) (1.17.0)\n", "Collecting mercantile\n", " Downloading https://files.pythonhosted.org/packages/b9/cd/ee6dbee0abca93edda53703fe408d2a6abdc8c1b248a3c9a4539089eafa2/mercantile-1.1.6-py3-none-any.whl\n", "Requirement already satisfied: pillow in /usr/local/lib/python3.7/dist-packages (from contextily) (7.0.0)\n", "Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from contextily) (2.23.0)\n", "Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from contextily) (1.0.1)\n", "Requirement already satisfied: matplotlib in /usr/local/lib/python3.7/dist-packages (from contextily) (3.2.2)\n", "Collecting rasterio\n", "\u001b[?25l Downloading https://files.pythonhosted.org/packages/cb/ed/aa7cc593dbcb974f80ca0a15967d44abc820dbeb063e01478c95adcca156/rasterio-1.2.0-cp37-cp37m-manylinux1_x86_64.whl (19.1MB)\n", "\u001b[K |████████████████████████████████| 19.1MB 1.3MB/s \n", "\u001b[?25hRequirement already satisfied: geographiclib<2,>=1.49 in /usr/local/lib/python3.7/dist-packages (from geopy->contextily) (1.50)\n", "Requirement already satisfied: click>=3.0 in /usr/local/lib/python3.7/dist-packages (from mercantile->contextily) (7.1.2)\n", "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->contextily) (1.24.3)\n", "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->contextily) (3.0.4)\n", "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->contextily) (2.10)\n", "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->contextily) (2020.12.5)\n", "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->contextily) (2.4.7)\n", "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib->contextily) (0.10.0)\n", "Requirement already satisfied: numpy>=1.11 in /usr/local/lib/python3.7/dist-packages (from matplotlib->contextily) (1.19.5)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->contextily) (1.3.1)\n", "Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->contextily) (2.8.1)\n", "Collecting snuggs>=1.4.1\n", " Downloading https://files.pythonhosted.org/packages/cc/0e/d27d6e806d6c0d1a2cfdc5d1f088e42339a0a54a09c3343f7f81ec8947ea/snuggs-1.4.7-py3-none-any.whl\n", "Requirement already satisfied: attrs in /usr/local/lib/python3.7/dist-packages (from rasterio->contextily) (20.3.0)\n", "Collecting affine\n", " Downloading https://files.pythonhosted.org/packages/ac/a6/1a39a1ede71210e3ddaf623982b06ecfc5c5c03741ae659073159184cd3e/affine-2.3.0-py2.py3-none-any.whl\n", "Requirement already satisfied: click-plugins in /usr/local/lib/python3.7/dist-packages (from rasterio->contextily) (1.1.1)\n", "Requirement already satisfied: cligj>=0.5 in /usr/local/lib/python3.7/dist-packages (from rasterio->contextily) (0.7.1)\n", "Requirement already satisfied: six in /usr/local/lib/python3.7/dist-packages (from cycler>=0.10->matplotlib->contextily) (1.15.0)\n", "Installing collected packages: mercantile, snuggs, affine, rasterio, contextily\n", "Successfully installed affine-2.3.0 contextily-1.1.0 mercantile-1.1.6 rasterio-1.2.0 snuggs-1.4.7\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "5soNqcxmrprb" }, "source": [ "import contextily as ctx" ], "execution_count": 51, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "BQCKkOkNrEOf", "colab": { "base_uri": "https://localhost:8080/", "height": 506 }, "outputId": "9a3c974d-cefa-4004-98d5-677850e4a728" }, "source": [ "# Control figure size in here\n", "fig, ax = plt.subplots(figsize=(12,8))\n", "\n", "# Plot the data\n", "traffic_3857[traffic_3857['fclass']=='parking_bicycle'].plot(ax=ax, color=\"gold\")\n", "railways_3857.plot(ax=ax, color='red', linewidth=2.5)\n", "\n", "# Add basemap \n", "ctx.add_basemap(ax)" ], "execution_count": 43, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "lDEn9HkKhJbr" }, "source": [ "This plot doesn't say that very much yet. \n", "\n", "### Task 1\n", "Using the skills you have learnt so far, come up with an investigation around traffic and railways, that uses the classification principle that you learnt in the last lab and plot the result as a map.\n", "\n", "For this, you can also make use of any other data set that you feel enhances the investigation." ] }, { "cell_type": "code", "metadata": { "id": "PMWP3-kWs2kb", "colab": { "base_uri": "https://localhost:8080/", "height": 584 }, "outputId": "9fa7d8ab-dfc3-4947-f761-0da208f106d4" }, "source": [ "# Your code goes here\r\n", "# Let's start with a very naive plot\r\n", "fig, ax = plt.subplots(figsize=(12,8))\r\n", "traffic_3857[traffic_3857['fclass']=='fuel'].plot(ax=ax, color=\"blue\")\r\n", "traffic_3857[traffic_3857['fclass']=='motorway_junction'].plot(ax=ax, color=\"gold\")\r\n", "railways_3857[railways_3857['fclass']=='rail'].plot(ax=ax, color=\"red\")\r\n", "\r\n", "\r\n", "\r\n", "\r\n", "# Remove the empty white-space around the axes\r\n", "plt.tight_layout()\r\n", "ctx.add_basemap(ax)" ], "execution_count": 56, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "O1xuDdAAt6kj" }, "source": [ "## Interactive Maps\n", "The next cells will show us how to publish data from Python on interactive [leaflet.js](https://leafletjs.com/) maps.\n", "\n", "JavaScript (JS) is a programming language for adding interactive content (such a zoomamble maps!) on webpages. Leaflet is a popular JavaScript library for creating interactive maps for webpages ([OpenLayers](https://openlayers.org/) is another JavaScript library for the same purpose).\n", "\n", "Here, will mainly focus on [Folium](https://python-visualization.github.io/folium/) - a Python library that makes it easy to convert data from (Geo)DataFrames into interactive Leaflet maps.\n", "\n", "Familiarise yourself with the:\n", "* [Folium Documentation](https://python-visualization.github.io/folium/)\n", "* [Example Gallery](https://nbviewer.jupyter.org/github/python-visualization/folium/tree/master/examples/)\n", "* [Quickstart Guide](https://python-visualization.github.io/folium/quickstart.html)" ] }, { "cell_type": "markdown", "metadata": { "id": "kmkm_MPBd13Z" }, "source": [ "Some very important things to consider around CRS and folium/leaflet.js:\n", "\n", "\n", "* Regardless of the coordinate system of the actual map displayed, all coordinates passed to Leaflet functions/methods are always [EPSG:4326](https://epsg.io/4326).\n", "* The order of coordinates passed to Leaflet is `[latitude, longitude]`\n", "* When defining or creating a map with folium.Map call, the actual CRS of the map has to be specified.\n", "\n" ] }, { "cell_type": "code", "metadata": { "id": "XtJFudNhvAkB" }, "source": [ "import folium\n", "import matplotlib.pyplot as plt" ], "execution_count": 57, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "aOIiwIOQvN94" }, "source": [ "We will start by creating a simple interactive web-map without any data on it. We just visualise OpenStreetMap on a specific location of the world.\n", "\n", "First thing that we need to do is to create a Map instance and define a location for zooming in the data:" ] }, { "cell_type": "code", "metadata": { "id": "V-jf377xvCTd" }, "source": [ "# Create a Map instance\n", "my_map = folium.Map(location=[53.3543, -6.2811], zoom_start=10, control_scale=True)" ], "execution_count": 60, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "sbafmijyvny-" }, "source": [ "The first parameter `location` takes a pair of lat, lon values as list as an input which will determine where the map will be positioned when user opens up the map. \n", "\n", "The `zoom_start`-parameter adjusts the default zoom-level for the map (the higher the number the closer the zoom is). \n", "\n", "`control_scale` defines if map should have a scalebar or not.\n", "\n", "Let’s see what our map looks like:" ] }, { "cell_type": "code", "metadata": { "id": "0OTVwB5xv09_", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "d9d2fa3d-9c52-4820-bb82-2e0395b4c7ab" }, "source": [ "my_map" ], "execution_count": 61, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 61 } ] }, { "cell_type": "markdown", "metadata": { "id": "vmQx8Xj_wFyg" }, "source": [ "We can also safe this as a file:" ] }, { "cell_type": "code", "metadata": { "id": "jr78WpzLwIyi" }, "source": [ "out_fp = \"base_map.html\"\n", "my_map.save(out_fp)" ], "execution_count": 63, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "uiWUf6T8wP7h" }, "source": [ "Open the left panel in this notebook, and click on the folder icon, which is the last icon on the leftmost column. This should show you what is inside your working directory. This file should be present. \n", "\n", "You can open the file in a web browser in order to see the map, or in a text editor in order to see the source definition. To see this file and interact with it, click on the three vertical dots that appear if you move your mouse over the file name and click download.\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "-l37x4xJw6eD" }, "source": [ "Let’s create another map with different settings (location, background map, zoom levels). See documentation of the [`Map()`](https://python-visualization.github.io/folium/modules.html#folium.folium.Map) object for all avaiable options.\n", "\n", "tiles -parameter is used for changing the background map provider and map style (see the [documentation](https://python-visualization.github.io/folium/modules.html#folium.folium.Map) for all in-built options)." ] }, { "cell_type": "code", "metadata": { "id": "p_invoD6xLAJ", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "75ef13ee-f297-4219-c283-7541ef0352f4" }, "source": [ "# Let's change the basemap style to 'Stamen Toner'\n", "my_2nd_map = folium.Map(location=[53.0357327477582, -7.29984240371314], tiles='Stamen Toner',\n", " zoom_start=70, control_scale=True, prefer_canvas=True)\n", "\n", "my_2nd_map" ], "execution_count": 64, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 64 } ] }, { "cell_type": "markdown", "metadata": { "id": "iVBUCndTx9_-" }, "source": [ "### Adding Layers\n", "Let’s first have a look how we can add a simple [marker](https://python-visualization.github.io/folium/modules.html?highlight=marker#folium.map.Marker) on the webmap:" ] }, { "cell_type": "code", "metadata": { "id": "jCc0PwleyHPj", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "08a60163-67e3-44fe-caed-1ee4e9d47184" }, "source": [ "# Create a Map instance\n", "my_map = folium.Map(location=[53.3543, -6.2811],\n", " zoom_start=15, control_scale=True)\n", "\n", "# Add marker\n", "# Run: help(folium.Icon) for more info about icons\n", "folium.Marker(\n", " location=[53.356268912294645, -6.281866371845699],\n", " popup='TU Dublin Central Quad',\n", " icon=folium.Icon(color='green', icon='ok-sign'),\n", ").add_to(my_map)\n", "\n", "#Show map\n", "my_map" ], "execution_count": 65, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 65 } ] }, { "cell_type": "markdown", "metadata": { "id": "oyj52iBczGFz" }, "source": [ "Folium combines the strenghts of data manipulation in Python with the mapping capabilities of Leaflet.js. So, we would like to include the plotting of interactive maps as the last part of our data analysis workflow.\n", "\n", "Let’s see how we can plot data from a GeoDataFrame using folium." ] }, { "cell_type": "markdown", "metadata": { "id": "V5stWIQG5aBa" }, "source": [ "Please remember to update the path to the files. The files are available in your [`data_share`](https://drive.google.com/drive/folders/175atSe42iR6cu9uLn1iuSnyIbAzbwbMK?usp=sharing) folder." ] }, { "cell_type": "code", "metadata": { "id": "p3_zKsEKx2bK" }, "source": [ "points_of_interest_fp = \"/content/drive/MyDrive/gis.osm_pois_a_free_1.shp\"\n", "transport_fp = \"/content/drive/MyDrive/gis.osm_transport_a_free_1.shp\"\n", "\n", "points_of_interest = gpd.read_file(points_of_interest_fp)\n", "transport = gpd.read_file(transport_fp)" ], "execution_count": 77, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "G_YGx4PH0S23", "colab": { "base_uri": "https://localhost:8080/", "height": 197 }, "outputId": "b28db833-f205-4cba-e23d-ce2d32118385" }, "source": [ "points_of_interest.head()" ], "execution_count": 78, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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" ], "text/plain": [ " osm_id ... geometry\n", "0 15748499 ... POLYGON ((-5.91233 54.59813, -5.91224 54.59829...\n", "1 16135428 ... POLYGON ((-6.13492 53.29613, -6.13453 53.29652...\n", "2 25727966 ... POLYGON ((-6.24178 53.42884, -6.24178 53.42890...\n", "3 26342341 ... POLYGON ((-5.92340 54.60026, -5.92321 54.60028...\n", "4 28607754 ... POLYGON ((-5.93727 54.59496, -5.93688 54.59497...\n", "\n", "[5 rows x 5 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 84 } ] }, { "cell_type": "code", "metadata": { "id": "5VVDdl2Y0fie", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "a039adfe-0cbf-43f4-ee78-a4eec611449a" }, "source": [ "transport.fclass.unique()" ], "execution_count": 85, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "array(['bus_station', 'ferry_terminal', 'railway_station', 'taxi'],\n", " dtype=object)" ] }, "metadata": { "tags": [] }, "execution_count": 85 } ] }, { "cell_type": "code", "metadata": { "id": "y9DPrKnV0lZe", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "0fbe3d1d-ae8d-462a-83f7-1668e89a1798" }, "source": [ "len(transport)" ], "execution_count": 86, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "107" ] }, "metadata": { "tags": [] }, "execution_count": 86 } ] }, { "cell_type": "code", "metadata": { "id": "l36cfWoa0pCq", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "521ee702-5e6e-449e-8241-47f167f3ce80" }, "source": [ "transport.crs" ], "execution_count": 87, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "\n", "Name: WGS 84\n", "Axis Info [ellipsoidal]:\n", "- Lat[north]: Geodetic latitude (degree)\n", "- Lon[east]: Geodetic longitude (degree)\n", "Area of Use:\n", "- name: World.\n", "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", "Datum: World Geodetic System 1984\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "metadata": { "tags": [] }, "execution_count": 87 } ] }, { "cell_type": "code", "metadata": { "id": "P4phvv9u1CT0", "colab": { "base_uri": "https://localhost:8080/", "height": 406 }, "outputId": "9bc57497-b46c-42e7-e085-71ed0c9f71cc" }, "source": [ "schools = points_of_interest[points_of_interest['fclass']=='school']\n", "schools" ], "execution_count": 88, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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544910822082schoolSaint Francis Xavier National SchoolsPOLYGON ((-6.38441 53.38372, -6.38433 53.38374...
1378398242082schoolSaint Mac Dara's Community CollegePOLYGON ((-6.33138 53.29808, -6.33095 53.29867...
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2385902012082schoolQueen of Angels Primary SchoolPOLYGON ((-6.22687 53.27708, -6.22557 53.27729...
..................
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313025567734802082schoolSt Colmans BannPOLYGON ((-6.31071 54.38170, -6.31011 54.38192...
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" ], "text/plain": [ " osm_id ... geometry\n", "5 4491082 ... POLYGON ((-6.38441 53.38372, -6.38433 53.38374...\n", "13 7839824 ... POLYGON ((-6.33138 53.29808, -6.33095 53.29867...\n", "19 8053294 ... POLYGON ((-6.35112 53.30118, -6.35091 53.30153...\n", "21 8584472 ... POLYGON ((-6.24236 53.28310, -6.24199 53.28335...\n", "23 8590201 ... POLYGON ((-6.22687 53.27708, -6.22557 53.27729...\n", "... ... ... ...\n", "31208 554985279 ... POLYGON ((-6.21833 53.33611, -6.21827 53.33613...\n", "31209 554985655 ... POLYGON ((-8.91115 52.17701, -8.91076 52.17709...\n", "31246 555780186 ... POLYGON ((-5.98942 54.59332, -5.98847 54.59405...\n", "31282 556139170 ... POLYGON ((-8.17945 54.30050, -8.17884 54.30175...\n", "31302 556773480 ... POLYGON ((-6.31071 54.38170, -6.31011 54.38192...\n", "\n", "[2701 rows x 5 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 88 } ] }, { "cell_type": "code", "metadata": { "id": "fQxlPtrv2cbI", "colab": { "base_uri": "https://localhost:8080/", "height": 197 }, "outputId": "a6d83afb-c3f7-47b5-d350-b525a42e0859" }, "source": [ "# the data has the locations in polygon format, which we don't need, \n", "# we just want the locations on maps, we can use centroid (attention: needs a projection!!!!)\n", "schools_3857 = schools.to_crs(epsg=3857)\n", "schools_3857.head()" ], "execution_count": 89, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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544910822082schoolSaint Francis Xavier National SchoolsPOLYGON ((-710708.936 7054293.764, -710700.354...
1378398242082schoolSaint Mac Dara's Community CollegePOLYGON ((-704806.098 7038326.151, -704758.475...
1980532942082schoolColáiste de hÍdePOLYGON ((-707003.010 7038902.670, -706980.390...
2185844722082schoolSt Tiernans Community SchoolPOLYGON ((-694896.281 7035536.352, -694854.837...
2385902012082schoolQueen of Angels Primary SchoolPOLYGON ((-693171.541 7034415.437, -693027.249...
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" ], "text/plain": [ " osm_id ... geometry\n", "5 4491082 ... POLYGON ((-710708.936 7054293.764, -710700.354...\n", "13 7839824 ... POLYGON ((-704806.098 7038326.151, -704758.475...\n", "19 8053294 ... POLYGON ((-707003.010 7038902.670, -706980.390...\n", "21 8584472 ... POLYGON ((-694896.281 7035536.352, -694854.837...\n", "23 8590201 ... POLYGON ((-693171.541 7034415.437, -693027.249...\n", "\n", "[5 rows x 5 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 89 } ] }, { "cell_type": "code", "metadata": { "id": "Bnt7Ce7a22Xz", "colab": { "base_uri": "https://localhost:8080/", "height": 197 }, "outputId": "cff2eb06-2889-4ed4-923c-0a505971af76" }, "source": [ "schools_3857['centroid'] = schools_3857['geometry'].centroid\n", "schools_3857 = schools_3857.drop(columns='geometry')\n", "# schools_3857.drop(['geometry'], axis=1)\n", "schools_3857 = schools_3857.rename(columns={'centroid':'geometry'})\n", "\n", "schools_3857.head()" ], "execution_count": 90, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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544910822082schoolSaint Francis Xavier National SchoolsPOINT (-710567.368 7054151.120)
1378398242082schoolSaint Mac Dara's Community CollegePOINT (-704497.688 7038260.942)
1980532942082schoolColáiste de hÍdePOINT (-706779.286 7038904.350)
2185844722082schoolSt Tiernans Community SchoolPOINT (-694581.774 7035355.087)
2385902012082schoolQueen of Angels Primary SchoolPOINT (-693059.935 7034323.259)
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" ], "text/plain": [ " osm_id ... geometry\n", "5 4491082 ... POINT (-710567.368 7054151.120)\n", "13 7839824 ... POINT (-704497.688 7038260.942)\n", "19 8053294 ... POINT (-706779.286 7038904.350)\n", "21 8584472 ... POINT (-694581.774 7035355.087)\n", "23 8590201 ... POINT (-693059.935 7034323.259)\n", "\n", "[5 rows x 5 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 90 } ] }, { "cell_type": "markdown", "metadata": { "id": "IEQZ03OH01CT" }, "source": [ "Prepare the data for our interactive map. \n", "\n", "First Step: Make a geo JSON out of the shapefile/GeoDataFrame." ] }, { "cell_type": "code", "metadata": { "id": "OPmNa5xE0qWP" }, "source": [ "# Convert points to GeoJSON\n", "schools_gjson = folium.features.GeoJson(schools_3857, name=\"Schools in Ireland\")" ], "execution_count": 95, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "QvZojSJr4iYJ", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "b194ba43-a5b7-476b-bf2a-f3da2af5a739" }, "source": [ "# Check the GeoJSON features\n", "schools_gjson.data.get('features')" ], "execution_count": 93, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "[{'bbox': [-6.383135269783488,\n", " 53.382956802554745,\n", " -6.383135269783488,\n", " 53.382956802554745],\n", " 'geometry': {'coordinates': [-6.383135269783488, 53.382956802554745],\n", " 'type': 'Point'},\n", " 'id': '5',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Saint Francis Xavier National Schools',\n", " 'osm_id': '4491082',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-6.328610410461225,\n", " 53.29773010301202,\n", " -6.328610410461225,\n", " 53.29773010301202],\n", " 'geometry': {'coordinates': [-6.328610410461225, 53.29773010301202],\n", " 'type': 'Point'},\n", " 'id': '13',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': \"Saint Mac Dara's Community College\",\n", " 'osm_id': '7839824',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-6.349106348930679,\n", " 53.30118431886008,\n", " -6.349106348930679,\n", " 53.30118431886008],\n", " 'geometry': {'coordinates': [-6.349106348930679, 53.30118431886008],\n", " 'type': 'Point'},\n", " 'id': '19',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Coláiste de hÍde',\n", " 'osm_id': '8053294',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-6.239534236626134,\n", " 53.282126173018824,\n", " -6.239534236626134,\n", " 53.282126173018824],\n", " 'geometry': {'coordinates': [-6.239534236626134, 53.282126173018824],\n", " 'type': 'Point'},\n", " 'id': '21',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'St Tiernans Community School',\n", " 'osm_id': '8584472',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-6.225863323698668,\n", " 53.27658406625782,\n", " -6.225863323698668,\n", " 53.27658406625782],\n", " 'geometry': {'coordinates': [-6.225863323698668, 53.27658406625782],\n", " 'type': 'Point'},\n", " 'id': '23',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Queen of Angels 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'highlight': {},\n", " 'name': 'Presentation College',\n", " 'osm_id': '194176778',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-8.744610871144008,\n", " 53.302713908892386,\n", " -8.744610871144008,\n", " 53.302713908892386],\n", " 'geometry': {'coordinates': [-8.744610871144008, 53.302713908892386],\n", " 'type': 'Point'},\n", " 'id': '11364',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Presentation College Sports Field',\n", " 'osm_id': '194176779',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-8.747139856077583,\n", " 53.300562247157956,\n", " -8.747139856077583,\n", " 53.300562247157956],\n", " 'geometry': {'coordinates': [-8.747139856077583, 53.300562247157956],\n", " 'type': 'Point'},\n", " 'id': '11365',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Presentation Primary',\n", " 'osm_id': '194176780',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-8.745641520769897,\n", " 53.30189524065928,\n", " -8.745641520769897,\n", " 53.30189524065928],\n", " 'geometry': {'coordinates': [-8.745641520769897, 53.30189524065928],\n", " 'type': 'Point'},\n", " 'id': '11366',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Vocational School Athenry',\n", " 'osm_id': '194176782',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-8.888715703123117,\n", " 53.36943295675884,\n", " -8.888715703123117,\n", " 53.36943295675884],\n", " 'geometry': {'coordinates': [-8.888715703123117, 53.36943295675884],\n", " 'type': 'Point'},\n", " 'id': '11383',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Lackagh National School',\n", " 'osm_id': '194215195',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-8.66334176977678,\n", " 53.46589807779913,\n", " -8.66334176977678,\n", " 53.46589807779913],\n", " 'geometry': {'coordinates': [-8.66334176977678, 53.46589807779913],\n", " 'type': 'Point'},\n", " 'id': '11388',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Brierfield National School',\n", " 'osm_id': '194215365',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-8.728621466776152,\n", " 53.43980040862126,\n", " -8.728621466776152,\n", " 53.43980040862126],\n", " 'geometry': {'coordinates': [-8.728621466776152, 53.43980040862126],\n", " 'type': 'Point'},\n", " 'id': '11389',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Newtown National School',\n", " 'osm_id': '194215372',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-8.815867071206021,\n", " 53.40957877863665,\n", " -8.815867071206021,\n", " 53.40957877863665],\n", " 'geometry': {'coordinates': [-8.815867071206021, 53.40957877863665],\n", " 'type': 'Point'},\n", " 'id': '11390',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Annagh National School',\n", " 'osm_id': '194215374',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " {'bbox': [-8.911075643150955,\n", " 53.41066293939891,\n", " -8.911075643150955,\n", " 53.41066293939891],\n", " 'geometry': {'coordinates': [-8.911075643150955, 53.41066293939891],\n", " 'type': 'Point'},\n", " 'id': '11394',\n", " 'properties': {'code': 2082,\n", " 'fclass': 'school',\n", " 'highlight': {},\n", " 'name': 'Corrandrum National School',\n", " 'osm_id': '6095900',\n", " 'style': {}},\n", " 'type': 'Feature'},\n", " ...]" ] }, "metadata": { "tags": [] }, "execution_count": 93 } ] }, { "cell_type": "markdown", "metadata": { "id": "vIqPya-i41XS" }, "source": [ "Now we have our school data stored as GeoJSON format which basically contains the data as text in a similar way that it would be written in the .geojson -file.\n", "\n", "Add the points onto the Ireland basemap:" ] }, { "cell_type": "code", "metadata": { "id": "tZfnVQwY4seu", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "4e1f4686-8d67-4c50-a5c8-50cae20cfec9" }, "source": [ "# Create a Map instance\n", "my_map = folium.Map(width=800, height=500, location=[53.3543, -6.2811], tiles = 'cartodbpositron', zoom_start=15, control_scale=True, crs='EPSG3857')\n", "\n", "# Add points to the map instance\n", "schools_gjson.add_to(my_map)\n", "\n", "# Alternative syntax for adding points to the map instance\n", "#my_map.add_child(schools_gjson)\n", "\n", "#Show map\n", "my_map" ], "execution_count": 96, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 96 } ] }, { "cell_type": "markdown", "metadata": { "id": "OodK8s-55W1n" }, "source": [ "### Layer Control\n", "We can also add a `LayerControl` object on our map, which allows the user to control which map layers are visible. See the [documentation](https://python-visualization.github.io/folium/modules.html) for available parameters (you can e.g. change the position of the layer control icon)." ] }, { "cell_type": "code", "metadata": { "id": "bY_o04kU5Ldl", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "c3b2f5b9-c766-4ec2-f91b-223260a3e277" }, "source": [ "# Create a layer control object and add it to our map instance\n", "folium.LayerControl().add_to(my_map)\n", "\n", "#Show map\n", "my_map" ], "execution_count": 97, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 97 } ] }, { "cell_type": "markdown", "metadata": { "id": "tzeZZ_i_6YM6" }, "source": [ "### Heat Maps\n", "Folium [plugins](https://python-visualization.github.io/folium/plugins.html) allow us to use popular tools available in leaflet. One of these plugins is [HeatMap](https://python-visualization.github.io/folium/plugins.html#folium.plugins.HeatMap), which creates a heatmap layer from input points.\n", "\n", "HeatMap prefers EPSG4326.\n", "\n", "Let’s visualise a heatmap of the school distributions in Ireland/zoomed to Dublin using the schools input data. `folium.plugins.HeatMap` requires a list of points, or a numpy array as input, so we need to first manipulate the data a bit:" ] }, { "cell_type": "code", "metadata": { "id": "dhHYIRtEhnqn", "colab": { "base_uri": "https://localhost:8080/", "height": 197 }, "outputId": "3ccea0a9-d65c-4486-c5b9-9a71281b1ac0" }, "source": [ "schools_3857.head()" ], "execution_count": 98, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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osm_idcodefclassnamegeometry
544910822082schoolSaint Francis Xavier National SchoolsPOINT (-710567.368 7054151.120)
1378398242082schoolSaint Mac Dara's Community CollegePOINT (-704497.688 7038260.942)
1980532942082schoolColáiste de hÍdePOINT (-706779.286 7038904.350)
2185844722082schoolSt Tiernans Community SchoolPOINT (-694581.774 7035355.087)
2385902012082schoolQueen of Angels Primary SchoolPOINT (-693059.935 7034323.259)
\n", "
" ], "text/plain": [ " osm_id ... geometry\n", "5 4491082 ... POINT (-710567.368 7054151.120)\n", "13 7839824 ... POINT (-704497.688 7038260.942)\n", "19 8053294 ... POINT (-706779.286 7038904.350)\n", "21 8584472 ... POINT (-694581.774 7035355.087)\n", "23 8590201 ... POINT (-693059.935 7034323.259)\n", "\n", "[5 rows x 5 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 98 } ] }, { "cell_type": "code", "metadata": { "id": "5-8T-UNngtbB", "colab": { "base_uri": "https://localhost:8080/", "height": 197 }, "outputId": "0d73d00b-8603-4e65-f8d1-9732ae9f3fe9" }, "source": [ "schools_4326 = schools_3857.to_crs(epsg=4326)\n", "schools_4326.head()" ], "execution_count": 99, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
osm_idcodefclassnamegeometry
544910822082schoolSaint Francis Xavier National SchoolsPOINT (-6.38314 53.38296)
1378398242082schoolSaint Mac Dara's Community CollegePOINT (-6.32861 53.29773)
1980532942082schoolColáiste de hÍdePOINT (-6.34911 53.30118)
2185844722082schoolSt Tiernans Community SchoolPOINT (-6.23953 53.28213)
2385902012082schoolQueen of Angels Primary SchoolPOINT (-6.22586 53.27658)
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" ], "text/plain": [ " osm_id ... geometry\n", "5 4491082 ... POINT (-6.38314 53.38296)\n", "13 7839824 ... POINT (-6.32861 53.29773)\n", "19 8053294 ... POINT (-6.34911 53.30118)\n", "21 8584472 ... POINT (-6.23953 53.28213)\n", "23 8590201 ... POINT (-6.22586 53.27658)\n", "\n", "[5 rows x 5 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 99 } ] }, { "cell_type": "code", "metadata": { "id": "fRtBDOfQg0sj" }, "source": [ "# Get x and y coordinates for each point\n", "schools_4326[\"x\"] = schools_4326[\"geometry\"].apply(lambda geom: geom.x)\n", "schools_4326[\"y\"] = schools_4326[\"geometry\"].apply(lambda geom: geom.y)\n", "schools_4326.head()\n", "# Create a list of coordinate pairs\n", "locations = list(zip(schools_4326[\"y\"], schools_4326[\"x\"]))" ], "execution_count": 101, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "HBz8VLC57wyr", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "f2a6d2c3-7e1a-408e-a6e7-a978c5f07492" }, "source": [ "# check the data\n", "locations" ], "execution_count": 102, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "[(53.382956802554745, -6.383135269783488),\n", " (53.29773010301202, -6.328610410461225),\n", " 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-8.738971570396226),\n", " (53.48778890120791, -8.562580698731075),\n", " (53.30118826868534, -8.747573779955978),\n", " (53.302713908892386, -8.744610871144008),\n", " (53.300562247157956, -8.747139856077583),\n", " (53.30189524065928, -8.745641520769897),\n", " (53.36943295675884, -8.888715703123117),\n", " (53.46589807779913, -8.66334176977678),\n", " (53.43980040862126, -8.728621466776152),\n", " (53.40957877863665, -8.815867071206021),\n", " (53.41066293939891, -8.911075643150955),\n", " ...]" ] }, "metadata": { "tags": [] }, "execution_count": 102 } ] }, { "cell_type": "code", "metadata": { "id": "iLsPxYvX8BId" }, "source": [ "from folium.plugins import HeatMap" ], "execution_count": 104, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "IPg9C2P_71tl", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "30b51d39-cff4-4067-f090-a3dbfdee9881" }, "source": [ "# Create a Map instance\n", "my_map = folium.Map(location=[53.357628006146335, -6.279221713745184], tiles = 'stamentoner', zoom_start=12, control_scale=True)\n", "\n", "# Add heatmap to map instance\n", "# Available parameters: \n", "# HeatMap(data, name=None, min_opacity=0.5, max_zoom=18, max_val=1.0, radius=25, blur=15, gradient=None, overlay=True, control=True, show=True)\n", "HeatMap(locations).add_to(my_map)\n", "\n", "# Alternative syntax:\n", "#my_map.add_child(HeatMap(points_array, radius=15))\n", "\n", "# Show map\n", "my_map" ], "execution_count": 105, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 105 } ] }, { "cell_type": "markdown", "metadata": { "id": "P3lbCBXakYXk" }, "source": [ "### Task 2\n", "Create a heat map for Ireland using the transport dataset that we loaded earlier. Take a sub-set of this dataset of a specific type of transport means, and investigate for the Dublin context only. You may want to bring in the counties dataset and do a spatial join to get the Dublin context only.\n", "\n", "Then visualise these transport locations on top of the choropleth map using clustered markers using folium’s [MarkerCluster](https://python-visualization.github.io/folium/plugins.html?highlight=marker%20cluster#folium.plugins.MarkerCluster) class." ] }, { "cell_type": "code", "metadata": { "id": "-qviq8UKhLdF", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "2b11bee4-32cc-4534-9d05-3e991373d960" }, "source": [ "#schools_4326 = schools_3857.to_crs(epsg=4326)\r\n", "#schools_4326.head()\r\n", "# Get x and y coordinates for each point\r\n", "#schools_4326[\"x\"] = schools_4326[\"geometry\"].apply(lambda geom: geom.x)\r\n", "#schools_4326[\"y\"] = schools_4326[\"geometry\"].apply(lambda geom: geom.y)\r\n", "#schools_4326.head()\r\n", "# Create a list of coordinate pairs\r\n", "#locations = list(zip(schools_4326[\"y\"], schools_4326[\"x\"]))\r\n", "# Create a Map instance\r\n", "#my_map = folium.Map(location=[53.357628006146335, -6.279221713745184], tiles = 'stamentoner', zoom_start=12, control_scale=True)\r\n", "\r\n", "# Add heatmap to map instance\r\n", "# Available parameters: \r\n", "# HeatMap(data, name=None, min_opacity=0.5, max_zoom=18, max_val=1.0, radius=25, blur=15, gradient=None, overlay=True, control=True, show=True)\r\n", "##HeatMap(locations).add_to(my_map)\r\n", "\r\n", "\r\n", "# Your code goes here\r\n", "traffic_4326 = traffic_3857.to_crs(epsg=4326)\r\n", "#traffic_4326 = traffic_4326[traffic_3857['fclass']=='fuel']\r\n", "traffic_4326[\"x\"] = traffic_4326[\"geometry\"].apply(lambda geom: geom.x)\r\n", "traffic_4326[\"y\"] = traffic_4326[\"geometry\"].apply(lambda geom: geom.y)\r\n", "locations = list(zip(traffic_4326[\"y\"], traffic_4326[\"x\"]))\r\n", "traffic_4326.head()\r\n", "my_map = folium.Map(location=[53.357628006146335, -6.279221713745184], tiles = 'stamentoner', zoom_start=12, control_scale=True)\r\n", "\r\n", "counties = \"/content/drive/MyDrive/counties.shp\"\r\n", "counties = gpd.read_file(counties)\r\n", "counties = counties.to_crs(epsg=4326)\r\n", "counties.head(33)\r\n", "dublin = counties[counties['COUNTYNAME']=='Dublin City']\r\n", "dublin.geometry\r\n", "\r\n", "\r\n", "dublin = counties[counties['COUNTYNAME']=='Dublin City']\r\n", "dublin.geometry\r\n", "\r\n", "p1 = Point(locations[0])\r\n", "dublin.geometry.contains(p1)\r\n", "dubloc = []\r\n", "dubgeo = dublin.geometry.iloc[0]\r\n", "for i in range(0, len(locations)):\r\n", " p1 = Point(locations[i])\r\n", " if (p1.within(dubgeo)) == True:\r\n", " dubloc.append(p1)\r\n", "\r\n", "\r\n", "# I DONT KNOW WHY THATS NOT WORKING BUT I CANT FIND ANYTHING INSIDE DUBLIN\r\n", "\r\n", "\r\n", "HeatMap(dubloc).add_to(my_map)\r\n", "my_map\r\n", "# Remove the empty white-space around the axes\r\n", "# plt.tight_layout()\r\n", "# ctx.add_basemap(ax)\r\n", "#traffic_4326.head()" ], "execution_count": 191, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 191 } ] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "Ry2ydi6z_8Yl", "outputId": "11d3050e-48ab-4ee2-9a88-8a92012488c3" }, "source": [ "#dublin.geometry.contains(p1)\r\n", "\r\n" ], "execution_count": 179, "outputs": [ { "output_type": "stream", "text": [ "POLYGON ((-6.225690697613969 53.4109925558832, -6.222948866122064 53.41046298932616, -6.21644146595081 53.41061111611599, -6.211329579816738 53.40944012563862, -6.202807001805069 53.40815153319498, -6.198861373677213 53.40732950439025, -6.196252639657702 53.40697084327606, -6.194877231670739 53.40711655163847, -6.192177712634652 53.40733334155169, -6.190476028774161 53.40691366551835, -6.190386377351889 53.40656751235848, -6.186206179478357 53.40611988945888, -6.185959082121839 53.40640096983595, -6.181346617158571 53.40648070454196, -6.179291751186986 53.40657362822061, -6.177701336829184 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We will use a European context example first." ] }, { "cell_type": "code", "metadata": { "id": "zqQphWsdnFT7", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "40b2999a-04ad-4b7d-a595-5e5512881a23" }, "source": [ "!pip install geojson" ], "execution_count": 180, "outputs": [ { "output_type": "stream", "text": [ "Collecting geojson\n", " Downloading https://files.pythonhosted.org/packages/e4/8d/9e28e9af95739e6d2d2f8d4bef0b3432da40b7c3588fbad4298c1be09e48/geojson-2.5.0-py2.py3-none-any.whl\n", "Installing collected packages: geojson\n", "Successfully installed geojson-2.5.0\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "Ot7HslSHnBjB" }, "source": [ "import requests\n", "import geojson" ], "execution_count": 181, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "WnE5ksVe2gg0", "colab": { "base_uri": "https://localhost:8080/", "height": 202 }, "outputId": "8c2ae4ed-ebf4-4cc2-d11b-79cd4e2e0490" }, "source": [ "# Specify the url for web feature service\n", "url = 'https://kartta.hsy.fi/geoserver/wfs'\n", "\n", "# Specify parameters (read data in json format).\n", "# Available feature types in this particular data source: http://geo.stat.fi/geoserver/vaestoruutu/wfs?service=wfs&version=2.0.0&request=describeFeatureType\n", "params = dict(service='WFS',\n", " version='2.0.0',\n", " request='GetFeature',\n", " typeName='asuminen_ja_maankaytto:Vaestotietoruudukko_2018',\n", " outputFormat='json')\n", "\n", "# Fetch data from WFS using requests\n", "r = requests.get(url, params=params)\n", "\n", "# Create GeoDataFrame from geojson\n", "data = gpd.GeoDataFrame.from_features(geojson.loads(r.content))\n", "\n", "# Check the data\n", "data.head()" ], "execution_count": 182, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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geometryindexasukkaitaasvaljyysika0_9ika10_19ika20_29ika30_39ika40_49ika50_59ika60_69ika70_79ika_yli80
0MULTIPOLYGON Z (((25476499.999 6674248.999 0.0...3342108451123672617864
1MULTIPOLYGON Z (((25476749.997 6674498.998 0.0...3503273353524526240262590
2MULTIPOLYGON Z (((25476999.994 6675749.004 0.0...36602393446242445333025102
3MULTIPOLYGON Z (((25476999.994 6675499.004 0.0...366120230523713364311433
4MULTIPOLYGON Z (((25476999.994 6675249.005 0.0...366226130643236643420632
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" ], "text/plain": [ " geometry ... ika_yli80\n", "0 MULTIPOLYGON Z (((25476499.999 6674248.999 0.0... ... 4\n", "1 MULTIPOLYGON Z (((25476749.997 6674498.998 0.0... ... 0\n", "2 MULTIPOLYGON Z (((25476999.994 6675749.004 0.0... ... 2\n", "3 MULTIPOLYGON Z (((25476999.994 6675499.004 0.0... ... 3\n", "4 MULTIPOLYGON Z (((25476999.994 6675249.005 0.0... ... 2\n", "\n", "[5 rows x 13 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 182 } ] }, { "cell_type": "code", "metadata": { "id": "CNbsbtgO2kkB" }, "source": [ "from pyproj import CRS\n", "# Define crs\n", "data.crs = CRS.from_epsg(3879)" ], "execution_count": 210, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "IRwBluCv2nt8", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "8566b404-a633-4442-8682-b0a3796faade" }, "source": [ "# Re-project to WGS84\n", "data = data.to_crs(epsg=4326)\n", "\n", "# Check layer crs definition\n", "print(data.crs)" ], "execution_count": 185, "outputs": [ { "output_type": "stream", "text": [ "epsg:4326\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "3CIJI9h72qbd", "colab": { "base_uri": "https://localhost:8080/", "height": 202 }, "outputId": "e959572b-88f6-4f25-c0a7-ba26ad38074a" }, "source": [ "# Change the name of a column\n", "data = data.rename(columns={'asukkaita': 'pop18'})\n", "\n", "# Create a Geo-id which is needed by the Folium (it needs to have a unique identifier for each row)\n", "data['geoid'] = data.index.astype(str)\n", "\n", "# Select only needed columns\n", "data = data[['geoid', 'pop18', 'geometry']]\n", "\n", "# Convert to geojson (not needed for the simple coropleth map!)\n", "#pop_json = data.to_json()\n", "\n", "#check data\n", "data.head()" ], "execution_count": 186, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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geoidpop18geometry
00108MULTIPOLYGON Z (((24.57654 60.18042 0.00000, 2...
11273MULTIPOLYGON Z (((24.58102 60.18267 0.00000, 2...
22239MULTIPOLYGON Z (((24.58538 60.19391 0.00000, 2...
33202MULTIPOLYGON Z (((24.58541 60.19166 0.00000, 2...
44261MULTIPOLYGON Z (((24.58544 60.18942 0.00000, 2...
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" ], "text/plain": [ " geoid pop18 geometry\n", "0 0 108 MULTIPOLYGON Z (((24.57654 60.18042 0.00000, 2...\n", "1 1 273 MULTIPOLYGON Z (((24.58102 60.18267 0.00000, 2...\n", "2 2 239 MULTIPOLYGON Z (((24.58538 60.19391 0.00000, 2...\n", "3 3 202 MULTIPOLYGON Z (((24.58541 60.19166 0.00000, 2...\n", "4 4 261 MULTIPOLYGON Z (((24.58544 60.18942 0.00000, 2..." ] }, "metadata": { "tags": [] }, "execution_count": 186 } ] }, { "cell_type": "code", "metadata": { "id": "-_msLdVP21YE", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "25a302d1-4f53-4e76-f5d9-4069105c1070" }, "source": [ "# Create a Map instance\n", "my_map = folium.Map(location=[60.25, 24.8], tiles = 'cartodbpositron', zoom_start=10, control_scale=True)\n", "\n", "# Plot a choropleth map\n", "# Notice: 'geoid' column that we created earlier needs to be assigned always as the first column\n", "folium.Choropleth(\n", " geo_data=data,\n", " name='Population in 2018',\n", " data=data,\n", " columns=['geoid', 'pop18'],\n", " key_on='feature.id',\n", " fill_color='YlOrRd',\n", " fill_opacity=0.7,\n", " line_opacity=0.2,\n", " line_color='white', \n", " line_weight=0,\n", " highlight=False, \n", " smooth_factor=1.0,\n", " legend_name= 'Population in Helsinki').add_to(my_map)\n", "\n", "#Show map\n", "my_map" ], "execution_count": 187, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 187 } ] }, { "cell_type": "markdown", "metadata": { "id": "XX59-Sj32_FX" }, "source": [ "### Task 3\n", "Create a choropleth map using folium as in the example above but use our water level dataset that you have seen used in a case study in a prior lab." ] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "mNn_YAg1K4z1", "outputId": "4e1da903-05fc-4939-f51d-258c77719b00" }, "source": [ "# Change the name of a column\r\n", "data = data.rename(columns={'asukkaita': 'pop18'})\r\n", "\r\n", "# Create a Geo-id which is needed by the Folium (it needs to have a unique identifier for each row)\r\n", "data['geoid'] = data.index.astype(str)\r\n", "\r\n", "# Select only needed columns\r\n", "data = data[['geoid', 'pop18', 'geometry']]\r\n", "\r\n", "# Convert to geojson (not needed for the simple coropleth map!)\r\n", "#pop_json = data.to_json()\r\n", "\r\n", "#check data\r\n", "data.head()\r\n", "\r\n", "# Create a Map instance\r\n", "my_map = folium.Map(location=[60.25, 24.8], tiles = 'cartodbpositron', zoom_start=10, control_scale=True)\r\n", "\r\n", "# Plot a choropleth map\r\n", "# Notice: 'geoid' column that we created earlier needs to be assigned always as the first column\r\n", "folium.Choropleth(\r\n", " geo_data=data,\r\n", " name='Population in 2018',\r\n", " data=data,\r\n", " columns=['geoid', 'pop18'],\r\n", " key_on='feature.id',\r\n", " fill_color='YlOrRd',\r\n", " fill_opacity=0.7,\r\n", " line_opacity=0.2,\r\n", " line_color='white', \r\n", " line_weight=0,\r\n", " highlight=False, \r\n", " smooth_factor=1.0,\r\n", " legend_name= 'Population in Helsinki').add_to(my_map)\r\n", "\r\n", "#Show map\r\n", "my_map" ], "execution_count": 207, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 207 } ] }, { "cell_type": "code", "metadata": { "id": "JofJzFVJ2-C9", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "11b8a3d8-f669-4d33-9408-54913ca3a4e8" }, "source": [ "\r\n", "water_levels = gpd.read_file(\"/content/drive/MyDrive/water_levels_23Feb2021.shp\")\r\n", "water_levels = water_levels.to_crs(epsg=4326)\r\n", "\r\n", "water_levels['geoid'] = water_levels.index.astype(str)\r\n", "\r\n", "water_levels = water_levels[['geoid','water_leve','geometry']]\r\n", "\r\n", "my_map = folium.Map(location=[ 54.83832,-7.57576], tiles = 'cartodbpositron', zoom_start=8, control_scale=True)\r\n", "\r\n", "folium.Choropleth(\r\n", " geo_data=water_levels,\r\n", " name='Water Levels 23Feb 2021',\r\n", " data=water_levels,\r\n", " columns=['geoid', 'water_leve'],\r\n", " key_on='feature.id',\r\n", " fill_color='YlOrRd',\r\n", " fill_opacity=0.7,\r\n", " line_opacity=0.2,\r\n", " line_color='white', \r\n", " line_weight=0,\r\n", " highlight=False, \r\n", " smooth_factor=1.0,\r\n", " legend_name= 'Water Levels 23Feb').add_to(my_map)\r\n", "\r\n", "#Show map\r\n", "my_map" ], "execution_count": 212, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "metadata": { "tags": [] }, "execution_count": 212 } ] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "39QcCALmKrTO", "outputId": "7f59f6fe-790c-4c77-f82b-892ec5beec61" }, "source": [ "water_levels.water_leve" ], "execution_count": 204, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "0 0.557\n", "1 7.700\n", "2 14.000\n", "3 6.902\n", "4 0.976\n", " ... \n", "1804 2.727\n", "1805 7.800\n", "1806 14.200\n", "1807 7.760\n", "1808 -0.413\n", "Name: water_leve, Length: 1809, dtype: float64" ] }, "metadata": { "tags": [] }, "execution_count": 204 } ] }, { "cell_type": "markdown", "metadata": { "id": "v1JQwre-3hxv" }, "source": [ "### Task 4\n", "Share your output from Task 3 via GitHub pages, as explained in the lecture slides for this week." ] }, { "cell_type": "markdown", "metadata": { "id": "WVMswm4z3q8t" }, "source": [ "Provide your link here:\n", "``" ] } ] }